In literature exists two main approaches to HMC problem, known as local and global [1]}, [2]}, [3]}.
In the global approach, the output of the final layer predicts the test instance in which only one classifier sees information globally without having local information.
In the local approach, there is a set of trained classifiers that follows a top-down strategy, in particular, the training process is independently for each base classifier.
